Inferring vortex induced vibrations of flexible cylinders using physics-informed neural networks
Ehsan Kharazmi, Dixia Fan, Zhicheng Wang, Michael S. Triantafyllou
Topics & Concepts
CylinderVibrationVortex-induced vibrationDisplacement (psychology)Artificial neural networkFlexibility (engineering)PhysicsVortexMotion (physics)Classical mechanicsEquations of motionSpace (punctuation)MechanicsStatistical physicsMathematical analysisAcousticsComputer scienceMathematicsGeometryArtificial intelligencePsychologyOperating systemPsychotherapistStatisticsFluid Dynamics and Vibration AnalysisModel Reduction and Neural NetworksFluid Dynamics and Turbulent Flows